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Managing Human Errors: Augmented Reality systems as a tool in the quality journey

机译:管理人为错误:增强现实系统作为质量之旅中的工具

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The manufacturing industry is shifting, entering a new era with smart and connected devices. The fourth industrial revolution is promising increased growth and productivity by the Smart Factory and within the enabling technologies is Augmented Reality (AR). At the same time as the technology is introduced, errors in manufacturing are a problem which is affecting the productivity and the quality. This research aims to find the main causes of human errors in assembly lines and thereafter explores whether augmented reality is an appropriate tool to be used in order to address those issues. Based on a literature review that identified and characterized a preliminary set of root causes for human errors in assembly lines, these causes were empirically studied in an exercise that covered an in-depth case study in a multinational automotive company. Data in form of interviews and deviation- reports have been used to identify the causing factors and the result showed that the main causes of human errors are the amount of thinking, deciding and searching for information which affected the cognitive load of the operator and in result their performance. Several interviews with experts in augmented reality allowed to verify if AR technology would be feasible to solve or mitigate the found causes. Besides that, in repetitive manual assembly operations, AR is better used showing the process in order to train new operators. At the same time for experienced operators, AR should show information only when an error occurs and when there is a need of taking an active choice. Nevertheless, while theoretically able to managing human error when fully developed, the desired application makes the augmentation of visual objects redundant and increasingly complex for solving the identified causes of errors which questions the appropriateness of using AR systems. Furthermore, the empirical findings showed that for managing human errors, the main bottleneck of an AR system is the systems artificial intelligence capabilities.
机译:制造业正在发生变化,通过智能互联设备进入新时代。第四次工业革命有望通过智能工厂提高增长速度和生产率,而在使能技术范围内的是增强现实(AR)。在引入该技术的同时,制造中的错误是影响生产率和质量的问题。这项研究旨在发现装配线中人为错误的主要原因,然后探讨增强现实是否是解决这些问题的合适工具。在对文献进行综述的基础上,该文献鉴定并确定了造成装配线人为错误的根本原因,并在一项涉及跨国汽车公司深入案例研究的练习中对这些原因进行了实证研究。访谈和偏差报告形式的数据已被用于识别原因,结果表明人为错误的主要原因是思考,决定和搜索影响操作员认知负担的信息量,结果他们的表现。增强现实专家的几次采访允许验证AR技术是否可以解决或减轻发现的原因。除此之外,在重复的手工装配操作中,最好使用AR来显示过程,以培训新的操作员。同时,对于经验丰富的操作员,AR仅在发生错误时以及需要主动选择时才显示信息。然而,尽管理论上在完全开发时能够处理人为错误,但是期望的应用使得视觉对象的扩充变得多余并且越来越复杂,以解决所确定的错误原因,这质疑使用AR系统的适当性。此外,经验发现表明,对于管理人为错误,AR系统的主要瓶颈是系统的人工智能功能。

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